vesper2108's Projects
A simple android game in which the user must list out all the anagrams of the displayed word with a length of plus one to win.
A small CRUD app to demonstrate angular functionalities as well as the firebase service with angular 6.
A small angular app to depict the native independence of the node framework across mobile and desktop devices.
A simple C++ based billing system with stock repositories which generates an invoice as a .txt file at the end.
ESRI Intern Hackathon 2023
TensorFlow code and pre-trained models for BERT
An implementation of a 6 layer CNN to learn the cat and dog discrimination with the labels of outliers.
The idea here was to create a centralised database using machine learning over all existing databases of a person's information, based on his face picture as ID, to remove the need for any physical ID proofs - your face is your unique ID proof.
It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi temporal images satellite imagery.
CHEERBOT is a special chatbot with whom you can text-chat, voice chat. It will cheer you up if you're sad and make you happier if you're happy.
Helps in predicting the Pneumonia by the convolutional neural network over the images of chest x rays.
profile
My first github pages milieu
Removing cloud cover in Sentinel-2 satellite images using only optical data and a novel augmented training approach using conditional GANs.
Convolutional Neural Network for Text Classification in Tensorflow
Notebook series on interesting topics in computer vision
This repository is made in lieu of submission towards the solution of problem statement 2 of the OPEN AI NLP hackathon. The objective here is to classify the voice recordings of a call center proceeding by treating them as consumer complaints into the said categories of the automotive industry.
This is an NLP-based problem solving approach for the dataset available as a consumer-complaint database for the Banking sector. It contains 1,179,715 rows and 18 columns . The dataset contains 300k+ rows of complaints texts.
Homework for CSCI-8950 (Machine Learning)
This is a web-app which employs the citizen science program by tracking their tweets and subsequent data analysis on Google Earth Engine, aimed at effective CyanoHAB detection and monitoring in water bodies around the world.
A unique DWT based approach to enhance the resolution of satellite images by preserving the high frequency components.
Python and JavaScript bindings for calling the Earth Engine API.
Exploratory data analysis of coinciding satellite reflectance data from Sentinel-2 and in-situ surface salinity values to investigate the possibility of Remote Sensing of Water Surface Salinity
Calibrated datasets to analyze the radiance for each band for Sentinel 3, with image manifests from CODA
An interesting android game in which the user, when pitted against the computer, must not end up making a "valid" english syllable to win.